{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch \n",
    "import torch.nn as nn \n",
    "import numpy as np \n",
    "import matplotlib.pyplot as plt \n",
    "import torchvision.transforms as transforms\n",
    "import torchvision\n",
    "from PIL import Image\n",
    "from tqdm import tqdm \n",
    "import cv2 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "path = \"/mnt/ssd/Datasets_/t4sa/data_pro/train_all.npy\"\n",
    "data = np.load(path,allow_pickle=True).tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['784760943188189184',\n",
       " 'data/78476/784760943188189184-1.jpg',\n",
       " 'this sounds depressing to me, a cat lover, https://t.co/O2pyHPnN0Y',\n",
       " '0']"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "p = data[219316]\n",
    "img_path = \"/mnt/ssd/Datasets_/t4sa/\"+p[1]\n",
    "#img = Image.open(img_path).convert(\"RGB\")\n",
    "img = cv2.imread(img_path)\n",
    "img = img[:,:,(2,1,0)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "class ImageEncoder(nn.Module):\n",
    "    def __init__(self):\n",
    "        super(ImageEncoder, self).__init__()\n",
    "        model = torchvision.models.resnet152(pretrained=True)\n",
    "        modules = list(model.children())[:-2]\n",
    "        self.model = nn.Sequential(*modules)\n",
    "\n",
    "    def forward(self, x):\n",
    "        # out = self.pool(self.model(x))\n",
    "        # out = torch.flatten(out, start_dim=2)\n",
    "        # out = out.transpose(1, 2).contiguous()\n",
    "        out = self.model(x)\n",
    "        out = out.permute(0,2,3,1)\n",
    "        out = out.view(-1,49,2048)\n",
    "        return out  # BxNx2048\n",
    "\n",
    "device = torch.device(\"cuda:1\")\n",
    "net = ImageEncoder().to(device)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:00, 15.37it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "data/79658/796581523633881088-1.jpg\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "img_list = []\n",
    "for idx,item in tqdm(enumerate(data[219317:219318])):\n",
    "    print(item[1])\n",
    "    img_path = \"/mnt/ssd/Datasets_/t4sa/\"+item[1]\n",
    "    img = Image.open(img_path).convert(\"RGB\")\n",
    "    img_224 = transform(img).unsqueeze(0).to(device)\n",
    "    out = net(img_224)\n",
    "    \n",
    "    # torch.save(out.to('cpu'),\"/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/test/{}.pth\".format(idx))\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "root_path = \"/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "path_list = [root_path+\"train/\"+str(i)+\".pth\" for i in range(0,368586)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/0.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/1.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/2.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/3.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/4.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/5.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/6.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/7.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/8.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/9.pth']"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "path_list[0:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "tensor([[0.2388, 1.9394, 2.4566,  ..., 0.0867, 0.4555, 0.0000],\n",
      "        [0.6081, 2.0029, 3.1675,  ..., 0.7023, 1.1005, 0.0000],\n",
      "        [0.2466, 0.0000, 0.6550,  ..., 0.3141, 1.5461, 0.0000],\n",
      "        ...,\n",
      "        [0.7149, 0.2752, 0.0000,  ..., 0.3399, 0.0000, 0.0000],\n",
      "        [0.8091, 0.1587, 0.0000,  ..., 0.4073, 0.0000, 0.1952],\n",
      "        [0.6826, 0.0350, 0.1346,  ..., 0.5976, 0.1270, 0.3419]],\n",
      "       grad_fn=<SqueezeBackward1>)\n"
     ]
    }
   ],
   "source": [
    "import torch \n",
    "dd = torch.load(path_list[0])\n",
    "print(dd.squeeze(0))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "tensor([[[0.2388, 1.9394, 2.4566,  ..., 0.0867, 0.4555, 0.0000],\n",
       "         [0.6081, 2.0029, 3.1675,  ..., 0.7023, 1.1005, 0.0000],\n",
       "         [0.2466, 0.0000, 0.6550,  ..., 0.3141, 1.5461, 0.0000],\n",
       "         ...,\n",
       "         [0.7149, 0.2752, 0.0000,  ..., 0.3399, 0.0000, 0.0000],\n",
       "         [0.8091, 0.1587, 0.0000,  ..., 0.4073, 0.0000, 0.1952],\n",
       "         [0.6826, 0.0350, 0.1346,  ..., 0.5976, 0.1270, 0.3419]]])"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dd.data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import glob "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_train = glob.glob(path_root+\"train/*\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "78379it [01:19, 982.76it/s]\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-28-e9fcf2dd1b0b>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mdata_train_list\u001b[0m \u001b[0;34m=\u001b[0m  \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0midx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mitem\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtqdm\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata_train\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m     \u001b[0mi\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      4\u001b[0m     \u001b[0mdata_train_list\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0midx\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/home/conda/envs/pytorchL/lib/python3.8/site-packages/torch/serialization.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(f, map_location, pickle_module, **pickle_load_args)\u001b[0m\n\u001b[1;32m    583\u001b[0m             \u001b[0;31m# reset back to the original position.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    584\u001b[0m             \u001b[0morig_position\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mopened_file\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtell\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 585\u001b[0;31m             \u001b[0;32mwith\u001b[0m \u001b[0m_open_zipfile_reader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mopened_file\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mopened_zipfile\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    586\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0m_is_torchscript_zip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mopened_zipfile\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    587\u001b[0m                     warnings.warn(\"'torch.load' received a zip file that looks like a TorchScript archive\"\n",
      "\u001b[0;32m/home/conda/envs/pytorchL/lib/python3.8/site-packages/torch/serialization.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, name_or_buffer)\u001b[0m\n\u001b[1;32m    240\u001b[0m \u001b[0;32mclass\u001b[0m \u001b[0m_open_zipfile_reader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_opener\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    241\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname_or_buffer\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 242\u001b[0;31m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_open_zipfile_reader\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_C\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mPyTorchFileReader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname_or_buffer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    243\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    244\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "data_train_list =  {}\n",
    "for idx,item in tqdm(enumerate(data_train)):\n",
    "    i = torch.load(item)\n",
    "    data_train_list[idx] = i\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/368577.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/368578.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/368579.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/368580.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/368581.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/368582.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/368583.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/368584.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/368585.pth',\n",
       " '/mnt/ssd/Datasets_/t4sa/data_pro/img_2048_49/train/219316.pth']"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_train[-10:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "a = np.array([[0.6,0.2,0.2],[0.2,0.1,0]])\n",
    "b = np.array([[0.3,0.3,0.3],[0.9,0.1,0]])\n",
    "c = np.array([[0.5,0.1,0.4],[0.5,0.1,0]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "new_array = []\n",
    "for i,j,o in zip(a,b,c):\n",
    "    if np.max(i)>np.max(j) and np.max(i)>np.max(0):\n",
    "        new_array.append(list(i))\n",
    "    elif np.max(j)>np.max(i) and np.max(j)>np.max(0):\n",
    "        new_array.append(list(j))\n",
    "    else:\n",
    "        new_array.append(list(o))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": "[[0.6, 0.2, 0.2], [0.9, 0.1, 0.0]]"
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "orig_nbformat": 3
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 "nbformat": 4,
 "nbformat_minor": 2
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